Triple

T4398786
Position Surface form Disambiguated ID Type / Status
Subject Soviet 3rd Ukrainian Front E99560 entity
Predicate participatedIn P149 FINISHED
Object Balaton Defensive Operation
The Balaton Defensive Operation was a World War II Soviet military campaign in March 1945 that successfully repelled Germany’s last major offensive on the Eastern Front near Lake Balaton in Hungary.
E438926 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Balaton Defensive Operation | Statement: [Soviet 3rd Ukrainian Front, participatedIn, Balaton Defensive Operation]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: Balaton Defensive Operation
Context triple: [Soviet 3rd Ukrainian Front, participatedIn, Balaton Defensive Operation]
  • A. Carpathian-Dukla Offensive
    The Carpathian-Dukla Offensive was a major World War II Soviet-led operation in 1944 aimed at breaking through the Carpathian Mountains into Slovakia to support the Slovak National Uprising against Nazi Germany.
  • B. Battle of Debrecen
    The Battle of Debrecen was a major World War II Eastern Front engagement in October 1944, in which German and Hungarian forces attempted unsuccessfully to halt the Soviet advance through eastern Hungary.
  • C. Samland Offensive
    The Samland Offensive was a late World War II Soviet military operation aimed at capturing the Samland Peninsula from German forces in East Prussia.
  • D. Defence of the Oder line
    Defence of the Oder line was a late-World War II German defensive campaign along the Oder River aimed at halting the advancing Soviet forces before they could reach Berlin.
  • E. Siege of Budapest
    The Siege of Budapest was a brutal World War II battle in late 1944–early 1945 in which Soviet and Romanian forces encircled and captured Hungary’s capital from Nazi German and Hungarian troops, causing massive destruction and civilian casualties.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Balaton Defensive Operation
Triple: [Soviet 3rd Ukrainian Front, participatedIn, Balaton Defensive Operation]
Generated description
The Balaton Defensive Operation was a World War II Soviet military campaign in March 1945 that successfully repelled Germany’s last major offensive on the Eastern Front near Lake Balaton in Hungary.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: Balaton Defensive Operation
Target entity description: The Balaton Defensive Operation was a World War II Soviet military campaign in March 1945 that successfully repelled Germany’s last major offensive on the Eastern Front near Lake Balaton in Hungary.
  • A. Carpathian-Dukla Offensive
    The Carpathian-Dukla Offensive was a major World War II Soviet-led operation in 1944 aimed at breaking through the Carpathian Mountains into Slovakia to support the Slovak National Uprising against Nazi Germany.
  • B. Battle of Debrecen
    The Battle of Debrecen was a major World War II Eastern Front engagement in October 1944, in which German and Hungarian forces attempted unsuccessfully to halt the Soviet advance through eastern Hungary.
  • C. Samland Offensive
    The Samland Offensive was a late World War II Soviet military operation aimed at capturing the Samland Peninsula from German forces in East Prussia.
  • D. Defence of the Oder line
    Defence of the Oder line was a late-World War II German defensive campaign along the Oder River aimed at halting the advancing Soviet forces before they could reach Berlin.
  • E. Siege of Budapest
    The Siege of Budapest was a brutal World War II battle in late 1944–early 1945 in which Soviet and Romanian forces encircled and captured Hungary’s capital from Nazi German and Hungarian troops, causing massive destruction and civilian casualties.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69b345506b408190b0e3dee616738a7d completed March 12, 2026, 10:59 p.m.
NER Named-entity recognition batch_69b352cc4ab081908bc45d2f76cd4da8 completed March 12, 2026, 11:57 p.m.
NED1 Entity disambiguation (via context triple) batch_69b6135ecdc08190b2a7458614cf4c54 completed March 15, 2026, 2:03 a.m.
NEDg Description generation batch_69b61464b0dc81909cab007115435b8b completed March 15, 2026, 2:07 a.m.
NED2 Entity disambiguation (via description) batch_69b6151440648190bf8c1c95e20caf13 completed March 15, 2026, 2:10 a.m.
Created at: March 12, 2026, 11:20 p.m.